A note on the asymptotic relative efficiency of M.L.E. in a linear model with Gamma disturbances

The statistical properties of the maximum likelihood estimator (M.L.E.) of the parameters of a linear model with Gamma distributed residuals are analysed. Some previous results of the literature on this topic are corrected, allowing the computation of the asymptotic relative efficiency of the M.L.E. over the O.L.S.     

The cotton weaving industry in European countries: Size of firm,static and dynamic efficiency

This paper is based on the results of a field work analysis of the cotton weaving industry, focusing on the relationships between performance, size and structure of firms. The results are utilized to compare models of the industries in the main European countries and to evaluate their competitiveness in the light of both standard and some non-standard efficiency criteria.     

Technical efficiency and metatechnology ratios for dairy farms in three southern cone countries: a stochastic meta-frontier model

This paper compares technical efficiency (TE) and metatechnology ratios (MTR) for dairy farms from Argentina, Chile and Uruguay using the meta-frontier (MF) approach. The estimated average MTRs for Argentina, Chile and Uruguay are 83.8, 79.6 and 91.4%, respectively, and these results are significantly different from each other. The TEs estimated with respect to the MF are 72.8, 65.8 and 73.4% for Argentina, Chile and Uruguay, respectively. The average TEs for Argentina and Uruguay are not significantly different from each other but are significantly higher than the value for Chile. The production frontiers for Argentina and Uruguay are relatively close to the MF, which suggests that these two countries might need to increase investments to promote local research to generate new technologies and/or search for technologies to adapt from more distant areas. By contrast, Chile could benefit from adaptive research, designed to make borrowed technology from Argentina and/or Uruguay applicable to local conditions, which could be a cost effective way to improve dairy farm performance.     

Insider ownership and firm performance in Taiwan's electronics industry: a technical efficiency perspective

This paper applies agency theory to explore the relationship between insider stock ownership and firm performance, particularly in terms of technical efficiency. Insiders are further classified into executives, outside directors, and large shareholders to conduct a detailed study. Six‐year (1996–2001) panel data of 416 Taiwanese listed electronics firms are examined by the stochastic production frontier approach. It is observed that raising the executive‐to‐insider holding ratio first causes a decrease and then an increase in technical efficiency, forming a U‐shaped relationship. However, the board‐to‐insider holding ratio is negatively associated with technical efficiency. The results indicate that equity ownership of top officers in high‐tech firms should be encouraged to enhance firm productivity. Copyright © 2005 John Wiley & Sons, Ltd.     

Learning-by-doing and the sources of productivity growth: A dynamic model with application to U.S. agriculture

The significance of learning to productivity growth is formulated within a dynamic adjustment-cost framework. Explicitly treating the acquisition of knowledge as a firm-specific capital good entering the production function along with other conventional inputs, the dynamic optimization model integrates the learning-by-doing hypothesis with technical change, scale, and disequilibrium input use effects in the aggregate productivity analysis. The theoretical framework is applied to examining the dynamic components accounting for the growth of U.S. production agriculture over the 1950–82 period. The results imply a less important role for technical change and assign a substantial role to the previously unmeasured contribution of learning-by-doing to the growth of aggregate agriculture industry.The editor for this paper was Melvyn Fuss.     

Persistence of financial efficiency in indian hospitality and tourism industry: a dynamic panel Approach

This paper analyses the degree of persistence of financial efficiency for the hospitality and tourism industry in India. The paper deploys the Data Envelopment Analysis technique to generate overall technical efficiency scores as well as pure technical efficiency scores. Furthermore, a dynamic panel technique proposed by Arellano and Bond (1991), is employed to test the degree of persistence of financial efficiency and its key determinants. The results confirm positive and significant persistence of efficiency for the sample firms from the hospitality industry in India. The overall results indicate that hospitality firms in India can create entry and exit barriers to generate positive persistence of financial efficiency. The study suggests regulators specifically focus on policies that can enhance the competitive dynamics of the industry. Such measures may make it imperative for the management of the firms in the sector to streamline their financial management policies to control costs and devise methods for the enhancement of revenues.

     

Banking efficiency in South East Europe: Evidence for financial crises and the gap between new EU members and candidate countries

In this study we compare the cost efficiency of banks in ten South East European countries and find out how differences in efficiency are related to EU membership. The results reveal a statistically significant cost efficiency gap between EU and non-EU banking systems in the region, where on average EU banking systems tend to be more cost efficient than their non-EU counterparts. In contrast to other similar studies analyzing banking efficiency in South East European countries, we also run β-convergence and σ-convergence tests, as proposed in the literature. Based on these tests we can draw conclusions concerning the existence of a catching-up effect, since the detected cost efficiency gap is closing predominantly because of adjustments on the side of the less efficient banks. Additionally, we found that during the 2008 global financial crisis, the average cost efficiency scores of banks in the region improved, which could be explained by enhanced incentives of bank managers for intensified cost optimization in banks in crisis times. Our results suggest that the institutional adjustments in the non-EU countries should continue towards EU standards, as the EU banking systems tend to dominate in terms of measured cost efficiency.     

An analysis of industry and country effects in global stock returns: evidence from Asian countries and the U.S.

This paper estimates a factor model for 7 equity markets and 22 industrial group returns indexes from January 1990 to February 2001 to measure the relative importance of industry and country effects. Our results indicate that industry effects have significantly dominated country effects since 1999 and that country effects tend to exhibit a cyclical trend.In addition, we investigate the impact of the U.S. and Japan on the other Asian countries under study. Significant evidence indicates that Japan has had a greater impact than the U.S. on these countries. From the viewpoint of industries, the industry effects of current mainstream industries such as computer software, electronics, semiconductors, telecommunications-wireless and telecommunications equipment have apparently dominated those of traditional industries such as textiles and leather and steel.     

Cost efficiency of the banking industry and unilateral euroisation: A stochastic frontier approach in Serbia and Montenegro

This paper aims at investigating the differences in cost efficiency of the banking industry in Serbia and Montenegro over the period 2005–2012. These two countries operated under a common monetary regime until 1999 and followed two different monetary regimes thereafter: unilateral euroisation in Montenegro and monetary independence in Serbia. A stochastic frontier approach incorporating bank-specific and country-related variables is used to analyze cost efficiency in the banking sectors of Serbia and Montenegro. The analysis shows that a bank operating at given conditions in terms of ownership, market and other specific characteristics presents significantly higher cost efficiency if it operates in Montenegro rather than in Serbia. We argue that this result may relate to the choice of unilateral euroisation made by Montenegro. It is also shown that foreign-owned banks, higher capitalized banks and banks with lower non-performing loans operate at higher cost efficiency.     

Entry,capacity, investment and oligopolistic pricing: A model of the U.S. fiberglass insulation industry

In this paper, a model is developed that suggests that entry into an industry selling a relatively homogeneous product can be deterred by investment decisions. The model characteristics are related to the institutional structure of the fiberglass insulation industry in the United States with the conclusion that the behavior of the industry closely emulates that behavior predicted by the analysis.     

Towards a strategic model of employment reform in developing countries: explaining and remedying experience to date

The article argues for the importance of employment reform as a subject for international HRM scholarship. Employment reform has been one of the most significant, but also most neglected, recent initiatives in international HRM. Explanations by the World Bank and IMF for the poorer than expected outcomes of reform to date emphasize the importance of political commitment. They are compared with explanations for the similarly poor outcomes of downsizing in industrialized country organizations, which emphasize strategy, diagnosis, incrementalism and provision for retrenchees. Further clarification is provided by the results of field interviews in Ghana, Malaysia, South Africa, Sri Lanka, Uganda and the UK. The article argues for a strategic approach to employment reform, one based on diagnosis and drawing on HRM expertise. It should take account of process factors in reform, make provision for the 'victims' of reform, loosen the link between employment reform and pay reform, and refine the role of donors in supporting reform. HRM practitioners and scholars have an important contribution to make to developing a new approach.     

Unemployment and the business cycle in a small open economy: G.M.M. estimation and testing with French data

What is a relevant model for the European business cycle? In this paper, the empirical performances of three models are compared: a canonical Walrasian R.B.C. framework, its extension to the case of a small open economy, and a version of this model with search and wage bargaining on the labor market. Structural parameters of the models are estimated using G.M.M. and their abilities to reproduce the French business cycle, taken as representative of the European business cycle, are tested. Only the small open economy with unemployment is able to generate theoretical moments that match their empirical counterparts.     

Water use efficiency and public goods conservation: A spatial stochastic frontier model applied to irrigation in Southern Italy

Water used for irrigation is essential for global food production. Increased water scarcity, due to climate change, is a constraint to agricultural development, especially in arid and semi-arid areas. This increases pressure on agriculture which often manages water inefficiently and competes with other sectors for water use. Enhancing farmers’ production efficiency may lead to substantial water savings and conservation. Public sector is called to play a role in water governance and to introduce appropriate multilevel regulatory and incentive measures for better water management. This work applies a spatial stochastic frontier model to the case of high water-demanding fruit and vegetable crops in the Apulia region of Southern Italy, where water is scarce due to semi-arid climate and erratic rainfall. Using cross-sectional data from the EU Farm Accountancy Data Network, this work incorporates firm specific heterogeneity into technical efficiency analysis and implements an autoregressive specification of the inefficiency component. Results support the hypothesis that spatial heterogeneity exists in on-farm efficiency of irrigated crop production and is adequately captured by the spatial stochastic frontier model approach. Technical efficiency of farms with similar structural and management characteristics greatly varies across crops and geographical areas, because of the different natural resource endowment and agro-climatic factors. Policies providing incentives to on-farm adoption of modern water-saving technologies and measures to promote small family farm activities could effectively contribute to water conservation goal, but they should be well-articulated to account for agriculture spatial diverseness.     

The fundraising efficiency in U.S. non-profit art organizations: an application of a Bayesian estimation approach using the stochastic frontier production model

This article examines how efficient art organizations are in raising funds from private giving. We measure fundraising efficiency using a Bayesian estimation approach using the stochastic frontier production model. We show that fundraising efficiencies are generally quite low for art organizations in the U.S. when private giving is only considered as a fundraising output; however, when the effect of fundraising on ticket sales is considered, fundraising efficiencies improve substantially. We also show that government grants have a negative impact on fundraising efficiency and therefore partially crowd out private giving.     

Productivity and efficiency at bank holding companies in the U.S.: a time-varying heterogeneity approach

This paper investigates the productivity and efficiency of large bank holding companies (BHCs) in the United States over the period 2004–2013, by estimating a translog stochastic distance frontier (SDF) model with time-varying heterogeneity. The main feature of this model is that a multi-factor structure is used to disentangle time-varying unobserved heterogeneity from inefficiency. Our empirical results strongly suggest that unobserved heterogeneity is not only present in the U.S. banking industry, but also varies over time. Our results from the translog SDF model with time-varying heterogeneity show that the majority of large BHCs in the U.S. exhibit increasing returns to scale, a small percentage exhibit constant returns to scale, and an even smaller percentage exhibit decreasing returns to scale. Our results also show that on average the BHCs have experienced small positive or even negative technical change and productivity growth.     

Karl Pearson—The Scientific Life in a Statistical Age by Theodore M. Porter: A Review

Porter presents an excellent account of the young Karl Pearson and his extraordinarily varied activities. These ranged from the Cambridge Mathematical Tripos Exams to German history and folklore, and included free thought, socialism, the woman's question, and the law. Returning to science, Pearson produced the famous Grammar of Science . He decided on a career in statistics only at age 35. Porter emphasizes Pearson's often acrimonious but largely successful battles to show the wide applicability and importance of statistics in many areas of science and public affairs. Eugenics became a passion for Pearson. Avoiding all formulas Porter fails to give any concrete ideas of even Pearson's most important contributions to statistical theory. We try to sketch these here.     

Capital budgeting with technology choice and demand fluctuations in a simple manufacturing model: Sample calculations and observations on output flexibility

In capital budgeting with technology choice and demand fluctuations errors can arise if managers unitize fixed costs and do not make proper allowance for expected idle capacity. In a standard-cost system, managers and accountants should use as the standard cost E(AC), the expected average cost, employing a procedure shown in the paper. Managers should compare E(AC) and the short-run-average-cost minimum, an output-flexibility indicator proposed by the author. The more output flexible is the equipment, the less of an increase in costs to a firm if there are wider fluctuations in output rates than planned.